Technische Universität Berlin - Fakultät III - Institut für Prozess- und Verfahrenstechnik - FG Dynamik und Betrieb technischer Anlagen
Research Assistant - salary grade E 13 TV-L Berliner Hochschulen
under the reserve that funds are granted; part-time employment may be possible
The Process Dynamics and Operations Group is looking for a new colleague for participation in an exciting new research project on the application of reinforcement learning in model-predictive control of a distillation tower . Specific tasks within the project are:
Construction and operation of a batch destillation tower
Development of dynamic surrogate models with validity across the entire batch cycle (start-up until shut- down)
Realization of a framework on Reinforcement Learning and nonlinear modell-predictive control in cooperation with partners at TU Dortmund
The department is based in chemical engineering, but candidates from other engineering disciplines and backgrounds are always welcome. Regarding the described position, we are interested in colleagues with the following qualifications:
successfully completed university degree (Master, Diploma, or equivalent) in a suitable discipline (Process Engineering, Chemical Engineering or similar)
excellent knowledge in chemical engineering, particularly on dynamic modeling of systems in chemical engineering
Required is experience with methods of Machine Learning, especially regarding dynamic surrogate models
Good programming skills in Matlab or Python are expected
We are a very international team. Hence, language skills in English are always of help and we expect you are willing to learn German
Autonomous, well organized applicants are preferred
How to apply:
Please send your application with the reference number and the appropriate documents (in a single pdf file, max 5 MB) only by email to Prof. Dr. Jens-Uwe Repke (firstname.lastname@example.org).
By submitting your application via email you consent to having your data electronically processed and saved. Please note that we do not provide a guaranee for the protection of your personal data when submitted as unprotected file. Please find our data protection notice acc. DSGVO (General Data Protection Regulation) at the TU staff department homepage: https://www.abt2-t.tu-berlin.de/menue/themen_a_z/datenschutzerklaerung/ or quick access 214041.
To ensure equal opportunities between women and men, applications by women with the required qualifications are explicitly desired. Qualified individuals with disabilities will be favored. The TU Berlin values the diversity of its members and is committed to the goals of equal opportunities.
Technische Universität Berlin - Der Präsident - Fakultät III, Institut für Prozess- und Verfahrenstechnik, FG Dynamik und Betrieb technischer Anlagen, Prof. Dr. Jens-Uwe Repke, Sekr. KWT 9, Straße des 17. Juni 135, 10623 Berlin